{"title":"Nick Polson","description":null,"products":[{"product_id":"aiq-book-nick-polson-9780593079775","title":"AIQ","description":"Two leading data scientists offer an up-close and user-friendly look at artificial intelligence: what it is, how it works, where it came from and how to harness its power for a better world.    'There comes a time in the life of a subject when someone steps up and writes the book about it. AIQ explores the fascinating history of the ideas that drive this technology of the future and demystifies the core concepts behind it; the result is a positive and entertaining look at the great potential unlocked by marrying human creativity with powerful machines.' Steven D. Levitt, co-author of Freakonomics  Dozens of times per day, we all interact with intelligent machines that are constantly learning from the wealth of data now available to them. 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Most importantly, how can it help us?   Two leading data scientists offer an up-close and user-friendly look at artificial intelligence and how to harness its power for a better world.    'A positive and entertaining look at the great potential unlocked by marrying human creativity with powerful machines.' Steven D. Levitt, co-author of Freakonomics ____________________  Dozens of times per day, we all interact with intelligent machines that are constantly learning from the wealth of data now available to them. These machines, from smart phones to talking robots to self-driving cars, are remaking the world in the twenty first century in the same way that the Industrial Revolution remade the world in the nineteenth.  AIQ is based on a simple premise: if you want to understand the modern world, then you have to know a little bit of the mathematical language spoken by intelligent machines. 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These machines, from smart phones to talking robots to self-driving cars, are remaking the world of the 21st century in the same way that the Industrial Revolution remade the world of the 19th century. \u003cp\u003e\u003c\/p\u003e\u003ci\u003eAIQ, \u003c\/i\u003eby Nick Polson and James Scott, is based on a simple premise: if you want to understand the modern world, then you have to know a little bit of the mathematical language spoken by intelligent machines. \u003ci\u003eAIQ \u003c\/i\u003ewill teach listeners that language--but in an unconventional way, anchored in stories rather than mathematics. \u003cp\u003e\u003c\/p\u003eListeners will meet a fascinating cast of historical characters who have a lot to teach about data, probability, and better thinking. 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This book reveals the mathematical machinery behind modern AI, weaving together Bayesian probability, statistical learning, and deep neural networks into a coherent intellectual framework. Whether you seek to understand why large language models hallucinate, how recommendation systems predict your preferences, or what makes reinforcement learning agents master complex games, this book equips you with both the theoretical foundations and practical intuitions that define the modern AI playbook.  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